Browse State-of-the-Art › Dimensionality Reduction › Papers, page 12
Dimensionality Reduction
Papers archive 2025-07-28
archive papers tagged: 3,304 · with a code link: 857 · where Syntology ran a sample: 100 (84 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (100 of 3,304 tagged: 84 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)
Page 12 of 34: papers 1,101 to 1,200 of 3,304, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Emulators for stellar profiles in binary population modeling14 Oct 2024 0 repositories listed
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GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction14 Oct 2024 0 repositories listed
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TL-PCA: Transfer Learning of Principal Component Analysis14 Oct 2024 0 repositories listed
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Fast Data-independent KLT Approximations Based on Integer Functions11 Oct 2024 0 repositories listed
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Generalization Ability Analysis of Through-the-Wall Radar Human Activity Recognition10 Oct 2024 0 repositories listed
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Adversarial Vulnerability as a Consequence of On-Manifold Inseparibility9 Oct 2024 0 repositories listed
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Siamese networks for Poincaré embeddings and the reconstruction of evolutionary trees9 Oct 2024 0 repositories listed
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Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortex8 Oct 2024 0 repositories listed
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Learning Image Derived PDE-Phenotypes from fMRI Data8 Oct 2024 0 repositories listed
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Precision Cancer Classification and Biomarker Identification from mRNA Gene Expression via Dimensionality Reduction and Explainable AI8 Oct 2024 0 repositories listed
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ESPACE: Dimensionality Reduction of Activations for Model Compression7 Oct 2024 0 repositories listed
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Efficient Large-Scale Urban Parking Prediction: Graph Coarsening Based on Real-Time Parking Service Capability5 Oct 2024 0 repositories listed
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On metric choice in dimension reduction for Fréchet regression2 Oct 2024 0 repositories listed
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SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion2 Oct 2024 0 repositories listed
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A Generalized Mean Approach for Distributed-PCA1 Oct 2024 0 repositories listed
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Pseudo-Non-Linear Data Augmentation via Energy Minimization1 Oct 2024 0 repositories listed
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Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI30 Sep 2024 0 repositories listed
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Knowledge Discovery using Unsupervised Cognition30 Sep 2024 0 repositories listed
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Understanding Clinical Decision-Making in Traditional East Asian Medicine through Dimensionality Reduction: An Empirical Investigation29 Sep 2024 0 repositories listed
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Factors in Fashion: Factor Analysis towards the Mode28 Sep 2024 0 repositories listed
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Sparse Modelling for Feature Learning in High Dimensional Data28 Sep 2024 0 repositories listed
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Wireless Environment Information Sensing, Feature, Semantic, and Knowledge: Four Steps Towards 6G AI-Enabled Air Interface28 Sep 2024 0 repositories listed
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Implementing NLPs in industrial process modeling: Addressing Categorical Variables27 Sep 2024 0 repositories listed
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TemporalPaD: a reinforcement-learning framework for temporal feature representation and dimension reduction27 Sep 2024 0 repositories listed
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26 Sep 2024 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning25 Sep 2024 0 repositories listed
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Data-driven Probabilistic Trajectory Learning with High Temporal Resolution in Terminal Airspace25 Sep 2024 0 repositories listed
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Stochastic neighborhood embedding and the gradient flow of relative entropy25 Sep 2024 0 repositories listed
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Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions25 Sep 2024 0 repositories listed
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Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection24 Sep 2024 0 repositories listed
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Self-Supervised Graph Embedding Clustering24 Sep 2024 0 repositories listed
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Statistical tuning of artificial neural network24 Sep 2024 0 repositories listed
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Exploring Fine-grained Retail Product Discrimination with Zero-shot Object Classification Using Vision-Language Models23 Sep 2024 0 repositories listed
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FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch23 Sep 2024 0 repositories listed
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Relevance-driven Decision Making for Safer and More Efficient Human Robot Collaboration21 Sep 2024 0 repositories listed
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Shape-informed surrogate models based on signed distance function domain encoding19 Sep 2024 0 repositories listed
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User-friendly Foundation Model Adapters for Multivariate Time Series Classification18 Sep 2024 0 repositories listed
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Cost-informed dimensionality reduction for structural digital twin technologies17 Sep 2024 0 repositories listed
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FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction17 Sep 2024 0 repositories listed
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Unlocking NACE Classification Embeddings with OpenAI for Enhanced Analysis and Processing17 Sep 2024 0 repositories listed
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HAVANA: Hierarchical stochastic neighbor embedding for Accelerated Video ANnotAtions16 Sep 2024 0 repositories listed
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A clustering adaptive Gaussian process regression method: response patterns based real-time prediction for nonlinear solid mechanics problems15 Sep 2024 0 repositories listed
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Multiview Canonical Correlation Analysis for Automatic Pathological Speech Detection13 Sep 2024 0 repositories listed
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Relevance for Human Robot Collaboration12 Sep 2024 0 repositories listed
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TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees11 Sep 2024 0 repositories listed
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Applications of machine learning to predict seasonal precipitation for East Africa10 Sep 2024 0 repositories listed
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Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification10 Sep 2024 0 repositories listed
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Bridging Autoencoders and Dynamic Mode Decomposition for Reduced-order Modeling and Control of PDEs9 Sep 2024 0 repositories listed
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Optimal Projections for Classification with Naive Bayes9 Sep 2024 0 repositories listed
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Real-time optimal control of high-dimensional parametrized systems by deep learning-based reduced order models9 Sep 2024 0 repositories listed
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Representational Analysis of Binding in Language Models9 Sep 2024 0 repositories listed
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The Surprising Robustness of Partial Least Squares9 Sep 2024 0 repositories listed
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Imputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning8 Sep 2024 0 repositories listed
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Machine Learning-Based Prediction of Key Genes Correlated to the Subretinal Lesion Severity in a Mouse Model of Age-Related Macular Degeneration8 Sep 2024 0 repositories listed
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Nearest Neighbor CCP-Based Molecular Sequence Analysis7 Sep 2024 0 repositories listed
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A semi-supervised learning using over-parameterized regression6 Sep 2024 0 repositories listed
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Application Research On Real-Time Perception Of Device Performance Status5 Sep 2024 0 repositories listed
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Optimizing Feature Selection with Genetic Algorithms: A Review of Methods and Applications5 Sep 2024 0 repositories listed
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The R package psvmSDR: A Unified Algorithm for Sufficient Dimension Reduction via Principal Machines3 Sep 2024 0 repositories listed
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Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging31 Aug 2024 0 repositories listed
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Common Steps in Machine Learning Might Hinder The Explainability Aims in Medicine30 Aug 2024 0 repositories listed
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Estimating Conditional Average Treatment Effects via Sufficient Representation Learning30 Aug 2024 0 repositories listed
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A Novel Denoising Technique and Deep Learning Based Hybrid Wind Speed Forecasting Model for Variable Terrain Conditions28 Aug 2024 0 repositories listed
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Self-Adaptive Quantum Kernel Principal Components Analysis for Compact Readout of Chemiresistive Sensor Arrays28 Aug 2024 0 repositories listed
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On latent dynamics learning in nonlinear reduced order modeling27 Aug 2024 0 repositories listed
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ADRS-CNet: An adaptive dimensionality reduction selection and classification network for DNA storage clustering algorithms22 Aug 2024 0 repositories listed
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Robust spectral clustering with rank statistics19 Aug 2024 0 repositories listed
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OPDR: Order-Preserving Dimension Reduction for Semantic Embedding of Multimodal Scientific Data15 Aug 2024 0 repositories listed
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Feature-Preserving Rate-Distortion Optimization in Image Coding for Machines13 Aug 2024 0 repositories listed
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Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling13 Aug 2024 0 repositories listed
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Identifying Feedforward and Feedback Controllable Subspaces of Neural Population Dynamics11 Aug 2024 0 repositories listed
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Advanced User Credit Risk Prediction Model using LightGBM, XGBoost and Tabnet with SMOTEENN7 Aug 2024 0 repositories listed
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NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds7 Aug 2024 0 repositories listed
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Out-of-Core Dimensionality Reduction for Large Data via Out-of-Sample Extensions7 Aug 2024 0 repositories listed
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On Probabilistic Embeddings in Optimal Dimension Reduction5 Aug 2024 0 repositories listed
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Automated Classification of Dry Bean Varieties Using XGBoost and SVM Models2 Aug 2024 0 repositories listed
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Feature Clock: High-Dimensional Effects in Two-Dimensional Plots2 Aug 2024 0 repositories listed
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GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks30 Jul 2024 0 repositories listed
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On-the-fly spectral unmixing based on Kalman filtering22 Jul 2024 0 repositories listed
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Dimension-reduced Reconstruction Map Learning for Parameter Estimation in Likelihood-Free Inference Problems19 Jul 2024 0 repositories listed
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Optimal high-precision shadow estimation18 Jul 2024 0 repositories listed
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Spectral Self-supervised Feature Selection12 Jul 2024 0 repositories listed
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Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-1911 Jul 2024 0 repositories listed
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Physics-Informed Geometric Operators to Support Surrogate, Dimension Reduction and Generative Models for Engineering Design10 Jul 2024 0 repositories listed
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Robust Partial Least Squares Using Low Rank and Sparse Decomposition9 Jul 2024 0 repositories listed
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Automatic Prediction of the Performance of Every Parser6 Jul 2024 0 repositories listed
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Single-Sequence-Based Protein Secondary Structure Prediction using One-Hot and Chemical Encodings of Amino Acids6 Jul 2024 0 repositories listed
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Credit Risk Assessment Model for UAE Commercial Banks: A Machine Learning Approach2 Jul 2024 0 repositories listed
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Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks2 Jul 2024 0 repositories listed
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Latent Diffusion Model for Generating Ensembles of Climate Simulations2 Jul 2024 0 repositories listed
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Message-Relevant Dimension Reduction of Neural Populations2 Jul 2024 0 repositories listed
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Statistical Advantages of Oblique Randomized Decision Trees and Forests2 Jul 2024 0 repositories listed
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Fully invertible hyperbolic neural networks for segmenting large-scale surface and sub-surface data30 Jun 2024 0 repositories listed
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A review of unsupervised learning in astronomy25 Jun 2024 0 repositories listed
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Specific language impairment (SLI) detection pipeline from transcriptions of spontaneous narratives25 Jun 2024 0 repositories listed
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EvolvED: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models25 Jun 2024 0 repositories listed
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Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction22 Jun 2024 0 repositories listed
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Latent diffusion models for parameterization and data assimilation of facies-based geomodels21 Jun 2024 0 repositories listed
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Sharp detection of low-dimensional structure in probability measures via dimensional logarithmic Sobolev inequalities18 Jun 2024 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.